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In this blog, Dileep discusses situations that QA professionals have encountered and what he thinks the approach should be to move forward. Quality assurance transformation is a journey piece, and tracking QA metrics improvements can be achieved.
Dileep Marway
January 11, 2026
In the following article, I will talk about a situation that many QA professionals have encountered and what I would recommend the approach should be to move forwards.
Imagine you are in a scenario where there are lots of incidents, delivery is slow and customers are not happy with the quality of your products.
As a Head of QA, and Test Manager in the past, I have had experience in these situations before. I will now take you on a journey of change… grab a nice drink and come on the journey with me.
The first step is to hold independent interviews with multiple team members to understand the problem at hand.
I would recommend asking open-ended questions like:
Once the inspector gadget phase is over, we must now digest the information. I would recommend independent chats or surveys with QA, product, engineering, delivery, and customers (if possible). These chats should not be biased in any way and it should be shared by the interviewee that chats are confidential, with no names or details being shared outwards.
Based on the data gathered, this data should be analyzed to then decide where to focus your attention.
For example, in my experience data can be generally focused on the following:
The next aspect is to decide what to do. I will explain some examples of what I did for each scenario, with additional examples.
Start to track hours worked and establish why working hours are so long. People MUST have a work-life balance. In the past, this has been due to poor estimation in sprints and also the fact that a change in mindset is needed by senior management.
People MUST be developing, a successful company is built around its people. I would recommend ensuring that there is a career development plan in place for each member and also ensuring there are training services available via the learning and development team.
This generally can be a standard issue across most companies. Yes, we want to work in an agile way and release at pace, but at the same time, we must have some of the basics in place so that we know that we are testing the right things. If the basics are not in place it generally will lead to incidents and customer complaints. Key assurance documents that I would recommend:
In this case, without a great relationship with the product team it may mean that we are testing the wrong aspects, also that incidents/customer issues are increasing – which is bad! How can you improve your product knowledge:
This is a complex one, though firstly there should be a walkthrough between QA and Engineering once the code has been developed (shift left). From a product perspective, they should be reviewing test cases and sharing gaps in the test cases.
We should track whether our mitigating measures have made a difference or not. Going back to our problem statement, we wanted to see whether we can reduce customer incidents and also customer complaints.
I would recommend a full post-mortem review as learning when incidents take place and reviewing whether the incident amount is going down. If they are not, do another review independently to establish the root of the issues.
Tracking success can only be done if we start to track certain metrics.
Aspects that I have found useful to track:
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